Pith Number

pith:NROWLMCV

pith:2022:NROWLMCVXQNYMANSZLSNLPGZFA

not attested not anchored not stored refs pending

FiLM: Frequency improved Legendre Memory Model for Long-term Time Series Forecasting

Liang Sun, Qingsong Wen, Rong Jin, Tao Yao, Tian Zhou, Wotao Yin, Xue Wang, Ziqing Ma

arxiv:2205.08897 v4 · 2022-05-18 · cs.LG · stat.ML

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\usepackage{pith}
\pithnumber{NROWLMCVXQNYMANSZLSNLPGZFA}

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Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

2 papers in Pith

Revisiting Long-term Time Series Forecasting: An Investigation on Linear Mapping

Logo-LLM: Local and Global Modeling with Large Language Models for Time Series Forecasting

Receipt and verification

First computed	2026-07-05T04:58:04.128996Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6c5d65b055bc1b8601b2cae4d5bcd92812203c5f40fd24b19879af649920133f

Aliases

arxiv: 2205.08897 · arxiv_version: 2205.08897v4 · doi: 10.48550/arxiv.2205.08897 · pith_short_12: NROWLMCVXQNY · pith_short_16: NROWLMCVXQNYMANS · pith_short_8: NROWLMCV

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/NROWLMCVXQNYMANSZLSNLPGZFA \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 6c5d65b055bc1b8601b2cae4d5bcd92812203c5f40fd24b19879af649920133f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a83f1616ec68c3a20b019ae039cab828a9f4efc9283ccf066a1fe1bed2a85cce",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-05-18T12:37:54Z",
    "title_canon_sha256": "0b83056e40b87ea2d029a9a39dde6f4415779dc07cdbfd2586a28d92071d643f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2205.08897",
    "kind": "arxiv",
    "version": 4
  }
}